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bdgroves/README.md

🌎 Brooks Groves, GISP®

Geospatial Data Analyst | AI • Automation • Remote Sensing • Cloud-Native GIS

Welcome!

I'm a Geospatial Data Analyst at Zillow who enjoys building modern geospatial systems that combine AI, automation, remote sensing, cloud-native analytics, and environmental intelligence to solve real-world problems.

My interests sit at the intersection of:

  • 🌍 Geospatial Data Engineering
  • 🤖 Artificial Intelligence & Workflow Automation
  • 🛰️ Remote Sensing & Earth Observation
  • ☁️ Cloud-Native GIS
  • 📊 Spatial Analytics
  • 🌲 Environmental Intelligence

🔬 Brooks Labs

Rather than thinking of these as repositories, I think of them as ongoing areas of exploration.

🌋 Hazard Intelligence Lab

Building real-time monitoring dashboards and decision-support tools for natural hazards.

Current projects include:

  • 🌋 PELE – Kīlauea eruption monitoring
  • 🌎 aftershock – Pacific Northwest earthquake dashboard
  • 🌧️ lahar-watch – Volcanic lahar monitoring
  • 🏔️ rainier-snowpack – Mt. Rainier snowpack dashboard
  • 💧 sierra-streamflow – Sierra Nevada streamflow monitoring

🛰️ GeoAI & Remote Sensing Lab

Applying AI, satellite imagery, LiDAR, and computer vision to geospatial problems.

Projects include:

  • GeoAI Nevada Hillside Letters
  • Sentinel Stockpile
  • Project Kiva
  • Wildfire Response Gaps

🤖 Automation & Cloud GIS Lab

Designing repeatable workflows that reduce manual effort and improve spatial analysis.

Current areas include:

  • Databricks
  • Apache Sedona
  • Spatial SQL
  • GitHub Actions
  • Workflow Automation
  • AI-assisted Development

🌲 Environmental Intelligence Lab

Exploring the intersection of climate, hydrology, ecology, weather, and geospatial analytics.

Topics include:

  • Watersheds
  • Snowpack
  • Streamflow
  • Weather
  • Wildfire
  • Ecology
  • Climate

🛠 Technology

Geospatial

ArcGIS Pro • QGIS • Google Earth Engine • GDAL • Remote Sensing

Data Engineering

Databricks • Apache Spark • Apache Sedona • SQL • PostgreSQL • Python • R

AI & Automation

Generative AI • Workflow Automation • GitHub Actions • Cloud-Native GIS


📚 Publications

📖 Cartographic Perspectives (NACIS)

Published reviewer exploring the history of cartography, exploration, and the enduring role maps continue to play in shaping knowledge, culture, and modern geospatial thinking.


🌐 Around the Web

🌎 Website

https://brooksgroves.com

💼 LinkedIn

https://www.linkedin.com/in/brooks-groves-gisp-137219139


🌲 Outside of Work

When I'm not building geospatial systems you'll usually find me:

  • 🥾 Hiking the Cascades
  • 🏔️ Exploring the Sierra Nevada
  • 📷 Landscape photography
  • 🛰️ Learning new geospatial technologies
  • 📚 Reading cartography and exploration history

"Turning spatial data into understanding."

Pinned Loading

  1. PELE PELE Public

    Real-time Kīlauea eruption tracker — lava lake activity, SO₂ emissions, and episodic fountaining via USGS Hawaiian Volcano Observatory feeds.

    HTML

  2. aftershock aftershock Public

    Pacific Northwest earthquake tracker — USGS M2.5+ events, depth, intensity, and aftershock sequence analysis with an interactive dashboard.

    HTML

  3. rainier-snowpack rainier-snowpack Public

    Live Mt. Rainier snowpack monitor — SNOTEL station data, SWE trends, and streamflow outlooks for the White and Carbon River watersheds.

    HTML 1

  4. sierra-streamflow sierra-streamflow Public

    Sierra Nevada streamflow dashboard — 8 USGS gages across the Tuolumne, Merced, Stanislaus, and Big Creek watersheds with historical spaghetti charts.

    HTML

  5. project-kiva project-kiva Public

    Southwest archaeology remote sensing pipeline — USGS 3DEP LiDAR processing in Python and R/rayshader to surface cultural landscape features.

    HTML

  6. sentinel-stockpile sentinel-stockpile Public

    Sentinel-2 satellite imagery archive and analysis scripts for Pacific Northwest land cover and wildfire burn area monitoring.

    Jupyter Notebook